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Number and type of nodes and alternative paths that exist within a computer network
Network complexity is the number of nodes and alternative paths that exist within a computer network, as well as the variety of communication media, communications
Network_complexity
Feature of systems that defy description
Complexity characterizes the behavior of a system or model whose components interact in multiple ways and follow local rules, leading to non-linearity
Complexity
System composed of many interacting components
Healthcare Exchange Complexity Model Preiser-Kapeller, Johannes, "Calculating Byzantium. Social Network Analysis and Complexity Sciences as tools for
Complex_system
Network that allows computers to share resources and communicate with each other
its own network of storage devices that are generally not accessible through the local area network by other devices. The cost and complexity of SANs
Computer_network
Amount of resources to perform an algorithm
In computer science, the computational complexity or simply complexity of an algorithm is the amount of resources required to run it. Particular focus
Computational_complexity
Measure of connection disorder in a network
to quantitatively characterize real complex networks and can also be used to quantify network complexity According to a 2018 publication by Zenil et al
Network_entropy
Conceptual framework
sociology, social complexity is a conceptual framework used in the analysis of society. In the sciences, contemporary definitions of complexity are found in
Social_complexity
Theory of learning in a digital age
Connectivism is an integration of principles related to chaos, network, complexity, and self-organization theories. Connectivism was first introduced
Connectivism
System property
of "satisfaction" (i.e., network complexity) before and after adding perturbations, and apply it to random Boolean networks (RBNs). They also show that
Antifragility
Topics referred to by the same term
Computational complexity Complexity (disambiguation) Systems theory Systems thinking Complex adaptive system, a special case of complex systems Complex network This
Complexity_theory
American technology company
source tool designed to run on OpenFlow devices that collects data on network complexity. The tool was developed by Stu Bailey (Infoblox CTO at the time) and
Infoblox
Computational model used in machine learning
stored in the network and to the notion of complexity. Information capacity and the VC dimension are two metrics. The capacity of a network of standard
Neural network (machine learning)
Neural_network_(machine_learning)
Set of problems in computational complexity theory
In computational complexity theory, a complexity class is a set of computational problems "of related resource-based complexity". The two most commonly
Complexity_class
Application of complexity theory to strategy
Complexity theory and organizations, also called complexity strategy or complex adaptive organizations, is the use of the study of complexity systems
Complexity theory and organizations
Complexity_theory_and_organizations
which combine to form the larger, associative network of their self-concept. According to self-complexity theory, an individual who has a number of self-aspects
Self-complexity
Communication protocol that allows connections between networks
or maintains the state of the network. For the benefit of reducing network complexity, the intelligence in the network is located in the end nodes. As
Internet_Protocol
Application of complexity science to economics
Complexity economics, or economic complexity, is the application of complexity science to the problems of economics. It relaxes several common assumptions
Complexity_economics
science, and specifically computational complexity theory and circuit complexity, TC (Threshold Circuit) is a complexity class of decision problems that can
TC_(complexity)
Natural interconnection of food chains
proposed methods for measuring network complexity. Connectance is "the fraction of all possible links that are realized in a network". These concepts were derived
Food_web
Computational complexity of quantum algorithms
Quantum complexity theory is the subfield of computational complexity theory that deals with complexity classes defined using quantum computers, a computational
Quantum_complexity_theory
Representation of the biotic interactions in an ecosystem
ecological networks. Complexity (linkage density): the average number of links per species. Explaining the observed high levels of complexity in ecosystems
Ecological_network
Presence of more logic gates in a digital circuit than it theoretically requires
logically redundant terms. This causes an unnecessary increase in network complexity, and possibly hampering the ability to test manufactured designs using
Logic_redundancy
Social structure made up of a set of social actors
sciences (see large-scale network mapping). Complex networks: Most larger social networks display features of social complexity, which involves substantial
Social_network
Type of feedforward neural network
number of parameters restricts the predictive power of the network directly, reducing the complexity of the function that it can perform on the data, and thus
Convolutional_neural_network
Social entity established to meet needs or pursue goals
which treats objects as part of social networks. Complexity theory and organizations, the use of complexity theory in the field of strategic management
Organization
Networking protocol for clock synchronization
The Network Time Protocol (NTP) is a networking protocol for clock synchronization between computer systems over packet-switched, variable-latency data
Network_Time_Protocol
Model of computational complexity
In theoretical computer science, circuit complexity is a branch of computational complexity theory in which Boolean functions are classified according
Circuit_complexity
Collection of loosely coupled services used to build computer applications
architecture introduces challenges such as increased operational complexity, network latency, and the need for robust monitoring and fault tolerance mechanisms
Microservices
Class of artificial neural network
In this way, they are similar in complexity to recognizers of context free grammars (CFGs). Recurrent neural networks are Turing complete and can run arbitrary
Recurrent_neural_network
which provides isolation between event environments. PaaS adds networking complexity, configured operating systems, end-point services and applications
National_Cyber_Range_Complex
Way to traverse IP address spaces without routing
Network address translation (NAT) is a method of mapping an IP address space into another by modifying network address information in the IP header of
Network_address_translation
Communication flowing simultaneously in both directions
they will transmit and receive at the same time (which increases network complexity and therefore cost, and reduces bandwidth allocation flexibility as
Duplex_(telecommunications)
Proprietary networking architecture created by IBM
SNA network installation and maintenance are complicated and SNA network products are (or were) expensive. Attempts to reduce SNA network complexity by
Systems_Network_Architecture
Complexity of sending information in a distributed algorithm
In theoretical computer science, communication complexity studies the amount of communication required to solve a problem when the input to the problem
Communication_complexity
Algorithm that employs a degree of randomness as part of its logic or procedure
Carlo algorithms are considered, and several complexity classes are studied. The most basic randomized complexity class is RP, which is the class of decision
Randomized_algorithm
Probabilistic graphical representation of causal relationships
Bayesian networks with restricted architecture, is NP-hard. In practical terms, these complexity results suggested that while Bayesian networks were rich
Bayesian_network
In computational complexity theory, CC (Comparator Circuits) is the complexity class containing decision problems which can be solved by comparator circuits
CC_(complexity)
Networking concept
Market Size, Share & Trends Analysis Report By Component, Device Type, Network Complexity, Enterprise Size, Industry, By Regional Outlook, Competitive Strategies
Zero-touch_provisioning
Standard for serial communication between devices without host computer
between electronic control units (ECUs). Originally developed to reduce the complexity and cost of electrical wiring in automobiles through multiplexing, the
CAN_bus
Arrangement of a communication network
expense and complexity required for a connection between every node in the network. Hybrid topology is also known as hybrid network. Hybrid networks combine
Network_topology
Statistical method that summarizes and/or integrates data from multiple sources
been popular because the process rapidly becomes overwhelming as network complexity increases. Development in this area was then abandoned in favor of
Meta-analysis
Complexity class
computational complexity theory, the class QIP (which stands for Quantum Interactive Proof) is the quantum computing analogue of the classical complexity class
QIP_(complexity)
Argument by proponents of intelligent design
Irreducible complexity (IC) is the argument that certain biological systems with multiple interacting parts would not function if one of the parts were
Irreducible_complexity
Complexity class used in circuit complexity
parentheses. It is commonly used to model the computational complexity of bounded-depth neural networks, and indeed, it was originally proposed for this purpose
TC0
Computer network built on top of another network
traditional network infrastructure, which can outweigh the disadvantages of additional latency, complexity and bandwidth overheads. Resilient overlay networks (RONs)
Overlay_network
Austrian nonprofit research organization
University (since 2020). The CSH is embedded in an international network of complexity research centers and universities, including the Santa Fe Institute
Complexity_Science_Hub
Technology used to provide broadband to the end consumer via fiber
to market. Passive optical networks have both advantages and disadvantages over active networks. They avoid the complexities involved in keeping electronic
Passive_optical_network
Pool of shared resources allocated within a public cloud environment
use of additional networking complexity as all data travels, encrypted in transit and at rest, on Google's own global, private network. Identity management
Virtual_private_cloud
Analysis of social structures using network and graph theory
Social network analysis (SNA) is the process of investigating social structures through the use of networks and graph theory. It characterizes networked structures
Social_network_analysis
Telecommunications network architecture
AMF of another network slice. Also, UDM and NSSF are typically shared by all network slices to reduce the management complexity of network slices. The emergence
5G_network_slicing
with specialist plants. Similar to the relationship between network complexity and network nestedness, the amount of asymmetry in specialization increases
Pollination_network
Theory within social science
Actor–network theory (ANT) is a theoretical and methodological approach to social theory where everything in the social and natural worlds exists in constantly
Actor–network_theory
Concept of art that can be described by a computer program
Low-complexity art was described by Jürgen Schmidhuber in 1997, defined as art that can be described by a short computer program (that is, a computer program
Low-complexity_art
Chilean-Spanish-American physicist, author and entrepreneur
pioneering the field of economic complexity by developing concepts and methods such as relatedness and the Economic Complexity Index. He is also known for
César_Hidalgo
Complexity management is a business methodology that deals with the analysis and optimization of complexity in enterprises. Effective complexity management
Complexity_management
that an IRF-based network increases network resilience, performance, and availability, while also reducing the operating complexity. In simulated tests
Intelligent Resilient Framework
Intelligent_Resilient_Framework
Complexity class
In computational complexity theory, Polynomial Local Search (PLS) is a complexity class that models the difficulty of finding a locally optimal solution
PLS_(complexity)
Ecological region at the lowest level of a body of water
Hewitt, Judi (ed.). "What's in a tide pool? Just as much food web network complexity as in large open ecosystems". PLOS ONE. 13 (7) e0200066. Bibcode:2018PLoSO
Benthic_zone
Network topology for parallel computers
construct the entire network structure. This is an indicator of overall cost and complexity of implementation. The example network shown in figure 1 requires
Butterfly_network
Measure of branching complexity
measure of its branching complexity. These numbers were first developed in hydrology, as a way of measuring the complexity of rivers and streams, by
Strahler_number
Attribute of machine learning models
The sample complexity of a machine learning algorithm represents the number of training-samples that it needs in order to successfully learn a target function
Sample_complexity
System whose behavior is not automatically predictable from its parts
COMPLEXITY-PROCEEDINGS (PDF), vol. 19, p. 17, Wikidata Q133896186. Muaz A. K. Niazi, Towards A Novel Unified Framework for Developing Formal, Network
Complex_adaptive_system
Academic journal
Complexity is a peer-reviewed open-access scientific journal covering the field of complex adaptive systems. The journal's scope includes Chaos theory
Complexity_(journal)
Telecommunications routing system
Kolmogorov complexity. The use of real-time genetic algorithms within the network to compose network services is also enabled by active networking. Active
Active_networking
Form of artificial neural network
Joseph W (1990-06-01). "On the power of neural networks for solving hard problems". Journal of Complexity. 6 (2): 129–135. doi:10.1016/0885-064X(90)90001-T
Hopfield_network
Complexity class of bounded-depth circuits
AC0 (alternating circuit) is a complexity class used in circuit complexity. It is the smallest class in the AC hierarchy, and consists of all families
AC0
American neuroscientist, neurophilosopher, and author
2020). "The Emergence of Informative Higher Scales in Complex Networks". Complexity. 2020: 1–12. arXiv:1907.03902. doi:10.1155/2020/8932526. Hoel, Erik;
Erik_Hoel
Alliances of interest groups and individuals promoting a common cause
government is listening to clientele groups (issue networks) less than they were in the past due to the complexity of universities and the higher education system
Issue_network
The rich get richer and the poor get poorer
pone.0137796. PMC 4574777. PMID 26378457. Guadamuz, Andres (2011). Networks, Complexity And Internet Regulation – Scale-Free Law. Edward Elgar. ISBN 978-1-84844-310-5
Matthew_effect
Concept in computing
self-managing networks to overcome the rapidly growing complexity of the Internet and other networks and to enable their further growth, far beyond the size
Autonomic_networking
Decentralized type of wireless network
dynamically on the basis of network connectivity and the routing algorithm in use. Such wireless networks lack the complexities of infrastructure setup and
Wireless_ad_hoc_network
Branch of the discipline of sociology
Simulation Agent based models for social networks, interactive java applets Sociology and Complexity Science Website Complexity Research Journal List, from UIUC
Computational_sociology
Classification of Artificial Neural Networks (ANNs)
(1994). "Gradient-based learning algorithms for recurrent networks and their computational complexity" (PDF). Back-propagation: Theory, Architectures and Applications
Types of artificial neural networks
Types_of_artificial_neural_networks
Computer system that receives and forwards requests
request and performs the required network transactions. This serves as a method to simplify or control the complexity of the request,[clarification needed]
Proxy_server
Dutch-born American physicist
Effect of Seating Arrangement on Classroom Learning Using Neural Networks". Complexity. 14 (4): 26–33. Bibcode:2009Cmplx..14d..26M. doi:10.1002/cplx.20237
Eric_Mazur
omega network has log2(N) stages and N/2 switching elements in each stage for a perfect shuffle between stages. Thus the network has complexity of 0(N
Multistage interconnection networks
Multistage_interconnection_networks
Speed web pages are downloaded and displayed
JavaScript and Hypertext Markup Language (HTML). As web pages grow in complexity, so do their code files and subsequently their load times. File compression
Web_performance
American professional electronic sports organization
Complexity Gaming, formerly stylized as compLexity, is an American esports franchise headquartered in Frisco, Texas. The franchise was founded in 2003
Complexity_Gaming
Rocky pool on a seashore, separated from the sea at low tide, filled with seawater
Hewitt, Judi (ed.). "What's in a tide pool? Just as much food web network complexity as in large open ecosystems". PLOS ONE. 13 (7) e0200066. Bibcode:2018PLoSO
Tide_pool
Computing for the purpose of computing
systems/networks complexity emerge, not only related to domain-dependent complexities but focused on systemic meta-complexity of computer network infrastructures
Metacomputing
Model of computation
In computational complexity theory and circuit complexity, a Boolean circuit is a mathematical model for combinational digital logic circuits. A formal
Boolean_circuit
Abbe Mowshowitz; Frank Emmert-Streib (21 June 2013). Advances in Network Complexity. John Wiley & Sons. pp. 186–. ISBN 978-3-527-67048-2. Körner, János
Graph_entropy
Computer network management and monitoring protocol
Simple Network Management Protocol (SNMP) is an Internet Standard protocol for collecting and organizing information about managed devices on IP networks and
Simple Network Management Protocol
Simple_Network_Management_Protocol
Operational business strategy
transactions and overall network complexity. Suggested approaches to executing a successful yield management strategy include accurate network information collection
Yield_management
Branch of machine learning
van Gerven, Marcel A. J. (8 July 2015). "Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream"
Deep_learning
Concept in coding theory
The main contribution of triangular network coding is to reduce the worst-case decoding computational complexity of O ( n 3 ) {\displaystyle O(n^{3})}
Triangular_network_coding
"Making DPI Engines Resilient to Algorithmic Complexity Attacks". IEEE/ACM Transactions on Networking. 24 (6): 3262–3275. doi:10.1109/TNET.2016.2518712
Algorithmic_complexity_attack
File format
specification, two reduced-complexity versions of MNG are also defined: MNG-LC (low complexity) and MNG-VLC (very low complexity). These reduced specifications
Multiple-image Network Graphics
Multiple-image_Network_Graphics
Directed graph where edges have a capacity
In graph theory, a flow network (also known as a transportation network) is a directed graph where each edge has a capacity and each edge receives a flow
Flow_network
Algorithm in graph theory
the existence of a provably efficient network simplex algorithm was one of the major open problems in complexity theory, even though efficient-in-practice
Network_simplex_algorithm
American multinational technology company
US$129 billion, it was still one of the most valuable companies. The perceived complexity of programming routing functions in silicon led to the formation of several
Cisco
Study of resources used by an algorithm
the analysis of algorithms is the process of finding the computational complexity of algorithms—the amount of time, storage, or other resources needed to
Analysis_of_algorithms
time and message complexity. Essentially, they are a solution to the problem of asynchronous algorithms (which operate in a network with no global clock)
Synchronizer_(algorithm)
Computer networking slang term
Growing Complexity of Internet Interconnection" (PDF). Akamai. Akamai Technologies. Retrieved 18 February 2017. Yoo, Christopher (2010). "Network Neutrality
Eyeball_network
Computational complexity class of problems
In computational complexity theory, bounded-error quantum polynomial time (BQP) is the class of decision problems solvable by a quantum computer in polynomial
BQP
Type of computing virtualization
protect a network without the typical cost and complexity of obtaining and installing physical network protection units. Other examples of NFV include
Network function virtualization
Network_function_virtualization
of managing the growing complexity of computer networks. Network management software usually collects information about network devices (which are called
Network_management_software
Decision-making framework
behaviour. The framework draws on research into systems theory, complexity theory, network theory and learning theories. The idea of the Cynefin framework
Cynefin_framework
Genus of bacteria
cyanobacterium Gloeotrichia echinulata increases the stability and network complexity of phytoplankton communities". Ecosphere. 8 (7): e01830. Bibcode:2017Ecosp
Gloeotrichia
American biologist
cited hot paper) Yuan et al. 2021. Climate Warming Enhances Microbial Network Complexity and Stability. Nature Climate Change, 11:343-348. (top 1% highly cited)
Jizhong_Zhou
NETWORK COMPLEXITY
NETWORK COMPLEXITY
Girl/Female
Gujarati, Hindu, Indian, Kannada
God's Artwork; Beautiful Art; God's Grace
Surname or Lastname
English
English : habitational name from Newark in Cambridgeshire or Newark on Trent in Nottinghamshire, both named from Old English nīwe ‘new’ + weorc ‘fortification’, ‘building’.
Surname or Lastname
English
English : variant of Fretter, an occupational name for a maker of ornaments (especially for the hair) consisting of jewels set in a lattice network, from an agent derivative of Middle English frette, Old French frete ‘interlaced work’.
Girl/Female
Hindu, Indian
Artwork Like Moon
Girl/Female
Assamese, Bengali, Celebrity, Gujarati, Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Sindhi, Tamil, Telugu, Traditional
Line; Artwork; Beauty; The Heart of God; Limit
Surname or Lastname
English (London)
English (London) : patronymic from the personal name Piers (see Pierce).North German : patronymic from the personal name Pier, a variant of Peer, reduced form of Peter.Born in Yorkshire, England, Abraham Pierson (1609–78) was the first pastor of the settlements at Southampton, Long Island, NY; Branford, CT, and Newark, NJ. He left his library of more than 400 books, one of the most extensive in the colonies, to his son Abraham, who was one of the first trustees of Yale College.
Boy/Male
Indian, Sanskrit
Network of Roots; The Ocean
NETWORK COMPLEXITY
NETWORK COMPLEXITY
Boy/Male
Native American
Savior.
Boy/Male
Indian, Punjabi, Sikh
Absorbed in Guru's Word
Boy/Male
Hindu, Indian, Marathi, Traditional
God Sivan
Girl/Female
Tamil
Hirnakshi | ஹீரà¯à®¨à®¾à®•à¯à®·à¯€Â
Boy/Male
Muslim
Ocean of knowledge
Girl/Female
Australian, Dutch, Latin, Spanish
Beloved; Loved One
Boy/Male
Australian, Biblical, Christian, Hebrew
Dedicated
Girl/Female
Tamil
Indrasena | இநà¯à®¤à¯à®°à®¸à¯‡à®¨à®¾
(Daughter of king Nala)
Boy/Male
Hindu, Indian
Giver of Wealth and Treasures
Girl/Female
Indian
Strength
NETWORK COMPLEXITY
NETWORK COMPLEXITY
NETWORK COMPLEXITY
NETWORK COMPLEXITY
NETWORK COMPLEXITY
n.
Work adorned with frets; ornamental openwork or work in relief, esp. when elaborate and minute in its parts. Hence, any minute play of light and shade, dark and light, or the like.
n.
Fretwork. See Fret.
a.
Forming a network; characterized by a reticulated sructure.
n.
A network of vessels, nerves, or fibers.
n.
An outwork.
n.
The work of a knitter; the network formed by knitting.
n.
A fabric of threads, cords, or wires crossing each other at certain intervals, and knotted or secured at the crossings, thus leaving spaces or meshes between them.
a.
Resembling network; retiform.
n.
The network spread by a spider to catch its prey.
a.
Like network; complicated.
n.
Any system of lines or channels interlacing or crossing like the fabric of a net; as, a network of veins; a network of railroads.
a.
Like a net, or network; netted.
n.
A network; a plait; a fold; rarely a garment.
n.
A minor defense constructed beyond the main body of a work, as a ravelin, lunette, hornwork, etc.
n.
A net or network; a plexus; particularly, a network of blood vessels or nerves, or a part resembling a network.
a.
Adorned with fretwork.
v. t.
To exceed in working; to work more or faster than.
n.
An ancient term for embroidery, esp. applied to the earliest form of lace, or to that early embroidery on linen and the like, from which the manufacture of lace was developed.
n.
A covering of network for the head, worn by women; also, a net.
v. i.
To form network or netting; to knit.